Profile Posts Scraper for LinkedIn [No Cookies]

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🚀 Scrape LinkedIn Posts Data in Seconds

The Best linkedin scraper to get recent posts related data for any given LinkedIn profile. Get comprehensive data including post content, reactions, comments count, and media attachments...

For other LinkedIn actors, check: https://apify.com/apimaestro

✨ Key Features

• No account needed: Don't risk your account security by sharing your cookies and don't get your account restricted or banned!
• Recent posts and activity
• Post content and media
• Reaction counts by type (likes, comments, etc.)
• Post URLs for sharing
• Author details
• Media attachments (images, articles, etc.)
• Pagination support for older posts

🔧 Simple Usage

Simply provide a LinkedIn profile URL or username to get their recent posts and activity. The username is the last part of a LinkedIn profile URL (e.g., 'satyanadella' from linkedin.com/in/satyanadella).

Advanced: Pagination Support

Manual Pagination

Each run returns up to 100 posts per page.

For accessing older posts:

1. Make first run with page_number = 1 and get first 100 results
2. Get pagination_token from run output of page 1
3. Make second run with that pagination_token and page_number = 2 to get next 100 results
4. For next 100 results, do the same by using pagination_token from second run output

Automatic Pagination

Simply set the total number of posts you want the actor to scrape on Total Posts to Scrape field.

📊 Output Structure

{
"success":true,
"message":"response retrieved successfully",
"data":{
"posts":[
{
"urn":"7123456789012345678",
"full_urn":"urn:li:ugcPost:7123456789012345678",
"posted_at":{
"date":"2025-05-15 14:30:20",
"relative":"2 days ago • Visible to anyone on or off LinkedIn",
"timestamp":1745678901234
},
"text":"Sample post text content. This is where the LinkedIn post text appears.",
"url":"https://www.linkedin.com/posts/username_sample-activity-7123456789012345678-AbCd",
"post_type":"regular",
"author":{
"first_name":"John",
"last_name":"Doe",
"headline":"CEO at Example Company",
"username":"johndoe",
"profile_url":"https://www.linkedin.com/in/johndoe",
"profile_picture":"https://media.licdn.com/dms/image/profile-pic.jpg"
},
"stats":{
"total_reactions":123,
"like":100,
"support":5,
"love":10,
"insight":3,
"celebrate":5,
"comments":15,
"reposts":7
},
"media":{
"type":"image",
"url":"https://media.licdn.com/dms/image/sample-image.jpg",
"thumbnail":"https://media.licdn.com/dms/image/sample-thumbnail.jpg"
}
},
{
"urn":"7123456789987654321",
"full_urn":"urn:li:ugcPost:7123456789987654321",
"posted_at":{
"date":"2025-05-14 10:15:30",
"relative":"3 days ago • Visible to anyone on or off LinkedIn",
"timestamp":1745578901234
},
"text":"This is a reshared post with a quote added by the user.",
"url":"https://www.linkedin.com/posts/username_example-activity-7123456789987654321-XyZw",
"post_type":"quote",
"author":{
"first_name":"John",
"last_name":"Doe",
"headline":"CEO at Example Company",
"username":"johndoe",
"profile_url":"https://www.linkedin.com/in/johndoe",
"profile_picture":"https://media.licdn.com/dms/image/profile-pic.jpg"
},
"stats":{
"total_reactions":45,
"like":40,
"support":0,
"love":3,
"insight":1,
"celebrate":1,
"comments":5,
"reposts":2
},
"reshared_post":{
"urn":"7123456788888888888",
"posted_at":{
"date":"2025-05-13 09:30:00",
"relative":"4 days ago • Visible to anyone on or off LinkedIn",
"timestamp":1745488901234
},
"text":"Original post that was reshared.",
"url":"https://www.linkedin.com/posts/janedoe_example-activity-7123456788888888888-AbCd",
"post_type":"regular",
"author":{
"first_name":"Jane",
"last_name":"Doe",
"headline":"Product Manager at Example Corp",
"username":"janedoe",
"profile_url":"https://www.linkedin.com/in/janedoe",
"profile_picture":"https://media.licdn.com/dms/image/jane-profile-pic.jpg"
},
"stats":{
"total_reactions":250,
"like":200,
"support":10,
"love":25,
"insight":5,
"celebrate":10,
"comments":30,
"reposts":15
},
"media":{
"type":"video",
"url":"https://dms.licdn.com/playlist/sample-video.mp4",
"thumbnail":"https://media.licdn.com/dms/image/video-thumbnail.jpg"
}
}
},
{
"urn":"7123456777777777777",
"full_urn":"urn:li:activity:7123456777777777777",
"posted_at":{
"date":"2025-05-12 16:45:30",
"relative":"5 days ago • Visible to anyone on or off LinkedIn",
"timestamp":1745398901234
},
"text":"Sharing an interesting article I found.",
"url":"https://www.linkedin.com/posts/johndoe_article-activity-7123456777777777777-LmNo",
"post_type":"regular",
"author":{
"first_name":"John",
"last_name":"Doe",
"headline":"CEO at Example Company",
"username":"johndoe",
"profile_url":"https://www.linkedin.com/in/johndoe",
"profile_picture":"https://media.licdn.com/dms/image/profile-pic.jpg"
},
"stats":{
"total_reactions":85,
"like":70,
"support":0,
"love":5,
"insight":10,
"celebrate":0,
"comments":12,
"reposts":8
},
"article":{
"url":"https://example.com/sample-article",
"title":"Sample Article Title",
"subtitle":"example.com",
"thumbnail":"https://media.licdn.com/dms/image/article-thumbnail.jpg"
}
},
{
"urn":"7123456666666666666",
"full_urn":"urn:li:ugcPost:7123456666666666666",
"posted_at":{
"date":"2025-05-10 11:20:15",
"relative":"1 week ago • Visible to anyone on or off LinkedIn",
"timestamp":1745218901234
},
"text":"Sharing this important document with my network.",
"url":"https://www.linkedin.com/posts/johndoe_document-activity-7123456666666666666-PqRs",
"post_type":"regular",
"author":{
"first_name":"John",
"last_name":"Doe",
"headline":"CEO at Example Company",
"username":"johndoe",
"profile_url":"https://www.linkedin.com/in/johndoe",
"profile_picture":"https://media.licdn.com/dms/image/profile-pic.jpg"
},
"stats":{
"total_reactions":32,
"like":28,
"support":0,
"love":2,
"insight":2,
"celebrate":0,
"comments":5,
"reposts":3
},
"document":{
"title":"Sample Document Title",
"page_count":12,
"url":"https://media.licdn.com/dms/document/sample-document.pdf",
"thumbnail":"https://media.licdn.com/dms/image/document-thumbnail.jpg"
}
},
{
"urn":"7123455555555555555",
"full_urn":"urn:li:ugcPost:7123455555555555555",
"posted_at":{
"date":"2025-05-05 09:15:00",
"relative":"2 weeks ago • Visible to anyone on or off LinkedIn",
"timestamp":1744778901234
},
"text":"Check out these photos from our recent company event!",
"url":"https://www.linkedin.com/posts/johndoe_event-activity-7123455555555555555-TuVw",
"post_type":"regular",
"author":{
"first_name":"John",
"last_name":"Doe",
"headline":"CEO at Example Company",
"username":"johndoe",
"profile_url":"https://www.linkedin.com/in/johndoe",
"profile_picture":"https://media.licdn.com/dms/image/profile-pic.jpg"
},
"stats":{
"total_reactions":145,
"like":120,
"support":0,
"love":20,
"insight":0,
"celebrate":5,
"comments":18,
"reposts":7
},
"media":{
"type":"images",
"url":"https://media.licdn.com/dms/image/main-image.jpg",
"images":[
{
"url":"https://media.licdn.com/dms/image/image1.jpg",
"width":1280,
"height":853
},
{
"url":"https://media.licdn.com/dms/image/image2.jpg",
"width":1280,
"height":853
},
{
"url":"https://media.licdn.com/dms/image/image3.jpg",
"width":1280,
"height":853
}
]
}
}
],
"pagination_token":"dXJuOmxpOmFjdGl2aXR5Ojc1MjM0NTU1NTU1NTU1NTU1NTUtMTc0NDc3ODkwMTIzNA=="
}
}

Disclaimer: This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by LinkedIn Corporation. LinkedIn® is a registered trademark of LinkedIn Corporation. All trademarks are property of their respective owners.